Independent audit of your AI ecosystem against bias, hallucination, fairness, and accessibility benchmarks — with neurodiverse learner equity embedded throughout.
Independent evaluation of AI tools already deployed at your institution. We're not here to sell you AI — we're here to tell you the truth about what you already have.
A structured review of your existing AI policies against current standards and institutional risk — so leadership knows exactly where exposure exists.
Founder-built AI writing platform designed from the ground up for equitable, governance-aware academic support. NIRA was engineered to serve every learner — including neurodiverse students — with academic integrity safeguards and accessibility baked in, not bolted on.
Key outcome: Provisional patent filed; active doctoral research validating platform impact on neurodiverse learners.
Designed and developed an AI-driven interactive learning program for corporate executives at a major state agency. The curriculum translated complex AI concepts into applied, decision-ready knowledge — equipping senior leaders to evaluate, govern, and act on AI within their organizations.
Key outcome: Delivered executive-level AI literacy at scale, bridging the gap between emerging technology and leadership decision-making.
Serving as an AI Alignment and Safety Reviewer, evaluating large language model outputs for bias, hallucination, and alignment with responsible AI standards. This work directly informs the methodologies applied in E-Choice Solutions' audit and assessment services.
Key outcome: Ongoing LLM evaluation experience across safety, fairness, and alignment dimensions — applied directly to client engagements.
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